Ontology-driven knowledge graphs for personnel management within the UK Ministry of Defence: a conceptual overview

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dc.contributor.authorShufflebotham, A. Jack
dc.contributor.authorCamelia, Fanny
dc.contributor.authorFerris,Tim
dc.date.accessioned2025-01-17T12:32:41Z
dc.date.available2025-01-17T12:32:41Z
dc.date.freetoread2025-01-17
dc.date.issued2024-11-13
dc.date.pubOnline2025-01-17
dc.description.abstractOntology-driven knowledge graphs visualise complex relationships between entities such as people and concepts. This conceptual paper explores the potential for using ontology-driven knowledge graphs to enhance personnel management within the Ministry of Defence (MOD). It reviews existing literature on ontologies, structured frameworks to store domain knowledge based on relationships between data, and knowledge graphs and outlines the concept of an ontology-driven knowledge graph for a skill management system. The paper argues that this approach can provide a unified, standardised method for managing personnel skills, improving decision-making, and enhancing operational efficiency. A further benefit identified is the potential for the system to be expanded to exchange information with other systems, such as the NATO Defence Planning Process (NDPP), allowing external data to improve the quality of inferences made by the system.
dc.description.conferencenameDefence and Security Doctoral Symposia 2024 (DSDS24)
dc.description.sponsorshipDSTL
dc.identifier.citationShufflebotham AJ, Camelia F, Ferris T. (2024) Ontology-driven knowledge graphs for personnel management within the UK Ministry of Defence: a conceptual overview. DSDS24, Cranfield Defence and Security Doctoral Symposia 2024, 13-14 November 2024, STEAM Museum, Swindon, UK
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/23398
dc.identifier.urihttps://doi.org/10.57996/cran.ceres-2707
dc.language.isoen
dc.publisherCranfield University Defence and Security
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectontology
dc.subjectknowledge graph
dc.subjectpersonnel management
dc.subjectdefence
dc.subjectRDF
dc.subjectOWL
dc.subjectGraphDB
dc.titleOntology-driven knowledge graphs for personnel management within the UK Ministry of Defence: a conceptual overview
dc.typeConference paper
dcterms.coverageSTEAM Museum, Swindon, UK
dcterms.dateAccepted2024-09-20
dcterms.temporal.endDate14-Nov-2024
dcterms.temporal.startDate13-Nov-2024

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